Intelligent Failure

Columbia Business School lecture on intelligent failure: define success upfront, turn assumptions into learning, limit uncertainty, and use military-style After Action Reviews.

Key Takeaways

Define what success looks like before starting an initiative.
Treat uncertain projects as learning exercises, not opportunities to prove being right.
Keep uncertainty manageable by tackling limited variables at a time.
Institutionalize learning through structured reviews such as the After Action Review.

What the video covers

In uncertain environments, the rate of failure matters less than making failures cheap and fast, as Silicon Valley's 'fail fast, fail cheap, move on' mantra suggests.
The first principle is to define what success looks like before pursuing an idea, since many companies pursue ideas far down a track without clear success criteria.
Organizations should focus on converting assumptions into knowledge through learning, rather than wasting time proving who is right.
Being right has no place in highly uncertain contexts, because nobody truly knows the outcome in advance.
Limit the amount of uncertainty faced at any one time; entering too many unfamiliar variables at once, like a book publisher entering genetic engineering, makes results impossible to interpret.
Codify and share what has been learned so knowledge persists across the organization.
The military's After Action Review offers a model: what was intended, what happened, why it happened, and what lessons apply next time.
The goal is a shared vocabulary for intelligent failure that lets people pursue experiments with less fear than a typical corporate mindset allows.

Chapters

What does the lecturer say is the first principle of failing intelligently?

The first principle is to know what success would look like before pursuing an idea. The lecturer notes that many companies proceed far down a path without having thought through what success means.

Why should organizations avoid trying to prove they are right?

Because in uncertain contexts nobody truly knows the outcome, so defending being right wastes time and breath. The focus should instead be on learning and converting assumptions into knowledge.

What is the After Action Review and where does it come from?

The After Action Review is a structured process borrowed from the military that asks what was intended, what happened, why it happened, and what lessons apply next time. It is used to codify and share learning from failures.